Yes, it is particularly important to know the nature of the sources of income. Usually, the petitioner's spouse would do an I-864a, not be a joint sponsor, but without details, it's impossible to know if there's a good reason for this. For our discussion here, it's more helpful if you omit your "feelings" (We understand.) and stick to the pertinent facts.